{"id":"W2736993553","doi":"10.4050/f-0073-2017-12018","title":"Passive Flow Control of Dynamic Stall via Surface-based Trapped Vortex Generators","year":2017,"lang":"en","type":"article","venue":"","topic":"Plasma and Flow Control in Aerodynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Stall (fluid mechanics); Vortex generator; Vortex; Flow control (data); Control theory (sociology); Computer science; Mechanics; Materials science; Physics; Control (management); Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001149257,0.0002406859,0.000403002,0.00005119111,0.0001210951,0.00006472909,0.0003775239,0.0001520915,0.00008699439],"category_scores_gemma":[0.00003418996,0.0002233782,0.0001512045,0.00004145071,0.00009163815,0.0001455504,0.00001607843,0.0001561,0.00002969402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006856416,"about_ca_system_score_gemma":0.00003903633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003992608,"about_ca_topic_score_gemma":0.0004060893,"domain_scores_codex":[0.9989324,0.00002393622,0.000326986,0.0001976857,0.0001841631,0.0003348283],"domain_scores_gemma":[0.9989705,0.00007681341,0.0001000489,0.0006542383,0.00008098902,0.0001174054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006863831,0.00006169525,0.001014785,0.00007653058,0.0002869364,0.00002820286,0.00003794867,0.6775604,0.3020979,0.0002857783,0.0001793116,0.01830177],"study_design_scores_gemma":[0.002143287,0.00003981928,0.006882224,0.00001296843,0.00004958138,0.000001353938,0.000005676322,0.9852327,0.005176123,0.0001086208,0.00009632528,0.0002513119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6131306,0.00009231303,0.3842518,0.0001037419,0.000553841,0.000216862,0.0001243783,0.0001831236,0.001343406],"genre_scores_gemma":[0.9951773,0.00002238264,0.004536341,0.00004790635,0.0000326385,0.00001060384,0.00002015939,0.00004729047,0.0001053956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3820467,"threshold_uncertainty_score":0.91091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004506079978404639,"score_gpt":0.1923383409101126,"score_spread":0.187832260931708,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}